Aug 2026· Information· Vol 17, pp. 760· 0 citations· 22 references
TL;DR
The goal of this study is to develop a conceptual composite architecture for an industrial digital twin, in which complex subsystems are viewed as highly interconnected and loosely coupled service components of a higher-order system.
Abstract
Industrial digital twins integrate physical objects, dynamic models, control systems, data analysis tools, 2D and 3D visualization, and existing software systems. Much research has focused on the functional composition of the digital twin, modeling, and application scenarios, while the organization of the digital twin as an evolving software system composed of technologically heterogeneous and autonomous subsystems remains insufficiently formalized. The goal of this study is to develop a conceptual composite architecture for an industrial digital twin, in which complex subsystems are viewed as highly interconnected and loosely coupled service components of a higher-order system. The research method is based on analogy, transfer, and adaptation of proven principles of distributed and microservice systems to the constraints of industrial digital twins. An architectural model is proposed that includes a physical object, a process model, SCADA subsystems, a unified data exchange subsystem, 2D and 3D representations, VR/AR components, and automated model building modules. The practical feasibility of the approach is demonstrated using a proof-of-concept digital twin of a methanol–ammonia co-production plant, integrating Honeywell UniSim Design R460.1, web-based SCADA, Unity, and specialized 2D and 3D representation generation modules. This demonstration confirms the feasibility of integrating independently developed subsystems and the technological heterogeneity of the solution, but does not constitute a production test of performance, scalability, or cost effectiveness. Requirements for contract stability, a consistent interaction environment, assigned data responsibility, version compatibility, and complete documentation are defined. Research limitations and areas for subsequent quantitative architecture validation are identified.
Digital Twins (DTs) are increasingly adopted to support the monitoring, simulation, and optimization of large and complex systems. As DT ecosystems expand, enabling reuse, modularity, and federation across heterogeneous DTs becomes a critical challenge. Multiple initiatives already focused on modeling DT constituents s...
Martina Nolletti, Hugo Bruneliere, Benoît Combemale et al.· Proceedings of the ACM/IEEE...· 0 citations
The results demonstrate the feasibility of the proposed architecture for disembodied manufacturing work and provide a reusable cyber-physical framework for future human-AI-controlled digital factories.
Tero Kaarlela, I. Ruchkin, José Outeiro et al.· 0 citations
Implementing digital twins, a core technology of smart industry, requires sophisticated manufacturing data and a simulation framework built upon it. However, real-world manufacturing faces a dual barrier: data inaccessibility that prevents non-experts from entering the field, and interface fragmentation between tools t...
Digital-twin-enabled human–machine collaboration (HMC) has increasingly been proposed as a system-level approach for connecting human operators, robots, sensors, artificial intelligence modules, and manufacturing resources. However, the literature varies substantially in what is called a digital twin, how physical and...
Hai-Tao Zhang, Jing-Tao Chen, Gao-Yu Liu et al.· Electronics· 0 citations
This research involves implementing an integrated digital twin of a robot arm and a gripper, following procedures outlined in the standard to demonstrate an Integrated Digital Twin Composition (DTC) approach.
A four-layer framework that supports traceable, bidirectional interaction between a system’s architecture and its physical implementation and contributes to MBSE-driven digital twin research by providing a structured process for integrating architecture, translation, execution, monitoring, and synchronization in a trac...
M. Islam, Aditya Akundi, Sergio A. Luna Fong· Systems· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.